partially observable markov decision process

Active Intelligence in Video Avatars via Closed-loop World Modeling CVPR 2026 AVA-VLA: Improving Vision-Language-Action models with Active Visual Attention CVPR 2026 Efficient Multiagent Planning via Shared Action Suggestions AAAI 2026 From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning AAAI 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 Model-Based Reinforcement Learning under Random Observation Delays L4DC 2026 Neural Value Iteration UAI 2026 Neuro-Symbolic Agentic Reinforcement Learning for Long-Term Original Character Companionship and Interaction ACL 2026 Revealing POMDPs: Qualitative and Quantitative Analysis for Parity Objectives AAAI 2026 YIELD: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents ACL 2026 Achieving Õ(√T) Regret in Average-Reward POMDPs with Known Observation Models AISTATS 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling EMNLP 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025 Limit-sure Reachability for Small Memory Policies in POMDPs is NP-complete UAI 2025 Map Space Belief Prediction for Manipulation-Enhanced Mapping RSS 2025 MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems AAAI 2025 Multi-Cost-Bounded Reachability Analysis of POMDPs UAI 2025 Partially Observable Reference Policy Programming IJCAI 2025 Real-Time Recurrent Reinforcement Learning AAAI 2025 Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025 Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025 Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs ICLR 2025 TAB-Fields: A Maximum Entropy Framework for Mission-Aware Adversarial Planning L4DC 2025